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Yi Dong — most-cited papers & profile · Reinforcement Learning
← authors
·
overview
Yi Dong
7
papers ·
11
citations ·
17
h-index
University of Liverpool · Institute of Rock and Soil Mechanics · Geomechanica (Canada) · State Key Laboratory of Geomechanics and Geotechnical Engineering
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Most-cited papers
SteerLM: Attribute Conditioned SFT as an (User-Steerable) Alternative to RLHF
2023 · 7 citations
Reachability Verification Based Reliability Assessment for Deep Reinforcement Learning Controlled Robotics and Autonomous Systems
2022 · 1 citations
ToolOrchestra: Elevating Intelligence via Efficient Model and Tool Orchestration
2025
Dependability Analysis of Deep Reinforcement Learning based Robotics and Autonomous Systems through Probabilistic Model Checking
2021
Top co-authors
Xiaowei Huang
· 2
Xingyu Zhao
· 2
Evelina Bakhturina
· 1
Hanrong Ye
· 1
Hongjin Su
· 1
Hongxu Yin
· 1
Jan Kautz
· 1
Jiacheng Xu
· 1
Makesh Narsimhan Sreedhar
· 1
Mingjie Liu
· 1
Oleksii Kuchaiev
· 1
Pavlo Molchanov
· 1
Topics
Model-Based RL
RLHF & Alignment
Safe RL
Policy Gradient
Exploration